IEEE

Privacy-Preserving Federated Learning for Retinal Disease Diagnosis Using Paillier Homomorphic Encryption With Multiple Encryption Keys

Abstract: Medical image analysis is crucial for diagnosing retinal diseases like Diabetic Retinopathy (DR), Retinal Vein Occlusion (RVO), and Glaucoma. This study aims to develop a secure and accurate ...
Semiconductor Engineering

A GPU Microarchitecture Optimized for Fully Homomorphic Encryption

Researchers from Boston University, Northeastern University, KAIST, and University of Murcia, et al. have released “FHECore: Rethinking GPU Microarchitecture for Fully Homomorphic Encryption”.
IEEE

Explainable AI With Homomorphic Encryption for Secure Cloud-Based ECG Analysis in Heart Disease Diagnosis

Abstract: Electrocardiogram (ECG) analysis is widely used for early detection of cardiac abnormalities, yet the deployment of deep learning models in cloud environments raises concerns regarding data ...
GitHub

Transparent client-side encryption for S3. Zero code changes.

S3's server-side encryption is great, but your cloud provider holds the keys. S3Proxy sits between your app and S3, encrypting everything before it leaves your infrastructure ...
SecurityWeek

Ransomware Groups May Pivot Back to Encryption as Data Theft Tactics Falter

Mere data exfiltration is no longer a lucrative approach for ransomware groups, and threat actors may increasingly rely on encryption to regain leverage, Coveware notes in a new report. Following a ...